In this paper, we provide an extensive evaluation of machine learning (ML) and deep learning (DL) methods for automatic sleep stage classification using a single-channel electrocardiogram (ECG) signal. To explore ML m...
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Hand gesture recognition is highly significant and a natural means of human-computer interaction. This detection is carried out by using the MPU- 6050 sensor, a widely available Inertial Measurement Unit (IMU). MPU-60...
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Early detection is essential for enhancing patient outcomes, as oral cancer continues to be a substantial health challenge. This manuscript introduces the Optimized Neural learning and Classification Principle (ONLCP)...
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This paper examines college students’ computer programming skills, emphasizing the effects of machine learning and logical and critical thinking. The reviewed articles used machine learning methods to evaluate attitu...
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In today's era of rapid internet expansion, the need for efficient information retrieval tools is paramount. Recommendation systems serve as indispensable instruments, aiding users in navigating vast datasets swif...
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The user management module provides functions such as registration, login, and personal information management to achieve user authentication and personalized settings. The course management module supports course pub...
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In histopathology image analysis, accurate segmentation of nuclei holds immense significance, particularly in the early detection and treatment of diseases like breast cancer. Nuclei segmentation is a fundamental but ...
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The attendance system is an essential part of any organization, and the traditional manual attendance system can be very prone to errors and very time-consuming. This paper introduces a sophisticated automated attenda...
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On the basis of traditional teaching, through the combination and application of current network technology, we can finally break through the restrictions of space and time in the traditional classroom. This is the so...
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The fatigue detection method based on neural network has been widely applied in the field of land transportation. The accuracy varies by different methods and solutions. Disadvantages of current widely applied methods...
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